https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching
☆428Jul 5, 2025Updated last year
Alternatives and similar repositories for ParaAttention
Users that are interested in ParaAttention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model☆1,346Jun 8, 2025Updated last year
- xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism☆2,647Updated this week
- Combining Teacache with xDiT to Accelerate Visual Generation Models☆33Apr 21, 2025Updated last year
- End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).☆399Jan 8, 2026Updated 6 months ago
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,008Feb 25, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A unified inference and post-training framework for accelerated video generation.☆3,799Updated this week
- (WIP) Parallel inference for black-forest-labs' FLUX model.☆19Nov 18, 2024Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- https://wavespeed.ai/ Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.☆1,305Mar 27, 2025Updated last year
- https://wavespeed.ai/ [WIP] The all in one inference optimization solution for ComfyUI, universal, flexible, and fast.☆1,224Aug 2, 2025Updated 11 months ago
- 📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉☆573Jun 13, 2026Updated 3 weeks ago
- A parallelism VAE avoids OOM for high resolution image generation☆95May 8, 2026Updated 2 months ago
- [ICLR 2025] FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality☆263Dec 27, 2024Updated last year
- [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models☆3,900Mar 7, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,469Jan 17, 2026Updated 5 months ago
- ☆192Jan 14, 2025Updated last year
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆163Mar 21, 2025Updated last year
- [NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising☆215Sep 27, 2025Updated 9 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆678May 21, 2026Updated last month
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆602Nov 11, 2025Updated 7 months ago
- Model Compression Toolbox for Large Language Models and Diffusion Models☆792Aug 14, 2025Updated 10 months ago
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆688Updated this week
- ☆65Apr 26, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload for DiTs.☆1,216Updated this week
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆405Mar 2, 2026Updated 4 months ago
- OneDiff: An out-of-the-box acceleration library for diffusion models.☆1,963Dec 4, 2025Updated 7 months ago
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆220Mar 14, 2025Updated last year
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆34Nov 29, 2024Updated last year
- [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free☆969Jun 27, 2024Updated 2 years ago
- Official PyTorch Implementation of "Optimal Stepsize for Diffusion Sampling".☆200Apr 13, 2025Updated last year
- 🎬 3.7× faster video generation E2E 🖼️ 1.6× faster image generation E2E ⚡ ColumnSparseAttn 9.3× vs FlashAttn‑3 💨 ColumnSparseGEMM 2.5× …☆111Sep 8, 2025Updated 10 months ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆50Nov 27, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation [Efficient ML Model]☆52Apr 29, 2026Updated 2 months ago
- Enhance-A-Video: Better Generated Video for Free☆598Mar 17, 2025Updated last year
- High performance inference engine for diffusion models☆107Sep 5, 2025Updated 10 months ago
- [WIP] Better (FP8) attention for Hopper☆33Feb 24, 2025Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆156May 10, 2025Updated last year
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆867Updated this week
- VideoSys: An easy and efficient system for video generation☆2,026Aug 27, 2025Updated 10 months ago